Description

This analysis provides a forecast of ETH prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-27 1239.695632 1365.545652 1494.155126 1635.140285 1785.071764 1939.487878 2110.272109
2025-05-04 1029.881508 1213.504386 1409.567065 1633.363881 1880.615433 2144.344019 2445.814914
2025-05-11 889.433288 1104.308717 1341.543046 1620.536690 1937.303569 2283.525308 2688.261943
2025-05-18 797.678266 1035.708635 1306.016864 1631.792182 2009.870704 2431.107692 2932.126745
2025-05-25 712.430653 964.961507 1259.367683 1622.200736 2051.616643 2538.181128 3125.625343
2025-06-01 656.389480 923.240176 1241.628158 1641.665031 2123.054835 2676.254771 3352.456644
2025-06-08 591.602502 865.042039 1199.061429 1626.898985 2150.222973 2759.882588 3513.971770
2025-06-15 560.196110 846.130247 1202.276569 1665.653203 2239.916297 2916.192326 3760.477235
2025-06-22 518.174207 810.072086 1181.153914 1671.839893 2288.125535 3021.856336 3946.415030
2025-06-29 476.242705 770.997141 1153.481151 1667.398718 2321.329319 3108.127254 4108.402988
2025-07-06 419.391463 707.515105 1090.443537 1614.469311 2291.150127 3114.962144 4172.647520
2025-07-13 409.380719 708.731659 1112.540146 1671.373435 2399.459793 3292.133348 4444.957424
2025-07-20 388.815027 694.016066 1112.943439 1700.269211 2473.325951 3428.770841 4670.846340
2025-07-27 359.098594 663.989524 1090.896434 1698.220249 2506.741493 3514.916724 4835.088719
2025-08-03 328.413382 630.287116 1061.832307 1685.045225 2524.360020 3580.316261 4973.125147
2025-08-10 307.985643 610.830310 1051.678630 1696.608465 2573.753759 3685.651033 5161.197097
2025-08-17 282.932297 582.293285 1026.952444 1686.754780 2593.767023 3752.899981 5301.189286
2025-08-24 268.196827 569.302500 1024.078382 1706.750748 2653.336301 3870.944908 5505.814208
2025-08-31 245.230156 541.056991 997.169378 1691.581543 2664.530306 3925.854093 5629.937728
2025-09-07 237.943192 538.747356 1008.921149 1731.391480 2750.524199 4078.386780 5879.508840
2025-09-14 222.963970 522.083997 997.922333 1737.745995 2790.302678 4170.398442 6051.680744
2025-09-21 206.518246 501.605451 980.010013 1733.184364 2814.415742 4241.507232 6196.929895
2025-09-28 180.508912 461.614760 929.501856 1678.811620 2767.644950 4217.552121 6217.959686